# Engine
The Engine is the central component that orchestrates message processing through workflows.
## Overview
The Engine is responsible for:
- Compiling all JSONLogic expressions at initialization
- Managing workflow execution order
- Processing messages through matching workflows
- Coordinating task execution
## Creating an Engine
```rust
use dataflow_rs::{Engine, Workflow};
use std::collections::HashMap;
// Parse workflows from JSON
let workflow1 = Workflow::from_json(r#"{
"id": "workflow1",
"name": "First Workflow",
"priority": 1,
"tasks": [...]
}"#)?;
let workflow2 = Workflow::from_json(r#"{
"id": "workflow2",
"name": "Second Workflow",
"priority": 2,
"tasks": [...]
}"#)?;
// Create engine with workflows
let engine = Engine::new(
vec![workflow1, workflow2],
None // Optional custom functions
);
// Engine is now ready - all logic compiled
println!("Loaded {} workflows", engine.workflows().len());
```
## Processing Messages
```rust
use dataflow_rs::engine::message::Message;
use serde_json::json;
use std::sync::Arc;
// Create a message with payload
let payload = Arc::new(json!({
"user": "john",
"action": "login"
}));
let mut message = Message::new(payload);
// Process through all matching workflows
engine.process_message(&mut message).await?;
// Access results
println!("Processed data: {:?}", message.data());
println!("Audit trail: {:?}", message.audit_trail);
```
## Execution Tracing
For debugging, use `process_message_with_trace` to capture step-by-step execution:
```rust
let (mut message, trace) = engine.process_message_with_trace(&mut message).await?;
println!("Steps executed: {}", trace.executed_count());
println!("Steps skipped: {}", trace.skipped_count());
for step in &trace.steps {
println!("Workflow: {}, Task: {:?}, Result: {:?}",
step.workflow_id, step.task_id, step.result);
}
```
## Workflow Execution Order
Workflows execute in priority order (lowest priority number first):
```rust
// Priority 1 executes first
let high_priority = Workflow::from_json(r#"{
"id": "high",
"priority": 1,
"tasks": [...]
}"#)?;
// Priority 10 executes later
let low_priority = Workflow::from_json(r#"{
"id": "low",
"priority": 10,
"tasks": [...]
}"#)?;
```
## Workflow Conditions
Workflows can have conditions that determine if they should execute:
```json
{
"id": "user_workflow",
"name": "User Workflow",
"condition": { "==": [{"var": "metadata.type"}, "user"] },
"tasks": [...]
}
```
The workflow only executes if the condition evaluates to true.
## Custom Functions
Register custom functions when creating the engine:
```rust
use dataflow_rs::engine::AsyncFunctionHandler;
use std::collections::HashMap;
let mut custom_functions: HashMap<String, Box<dyn AsyncFunctionHandler + Send + Sync>> = HashMap::new();
custom_functions.insert("my_function".to_string(), Box::new(MyCustomFunction));
let engine = Engine::new(workflows, Some(custom_functions));
```
## Thread Safety
The Engine is designed for concurrent use:
- Workflows are immutable after creation
- Compiled logic is shared via `Arc`
- Each message is processed independently
```rust
use std::sync::Arc;
use tokio::task;
let engine = Arc::new(Engine::new(workflows, None));
// Process multiple messages concurrently
for handle in handles {
handle.await??;
}
```
## API Reference
### `Engine::new(workflows, custom_functions)`
Creates a new engine with the given workflows and optional custom functions.
- `workflows: Vec<Workflow>` - Workflows to register
- `custom_functions: Option<HashMap<String, Box<dyn AsyncFunctionHandler>>>` - Custom function implementations
### `engine.process_message(&mut message)`
Processes a message through all matching workflows.
- Returns `Result<()>` - Ok if processing succeeded
- Message is modified in place with results and audit trail
### `engine.process_message_with_trace(&mut message)`
Processes a message and returns an execution trace for debugging.
- Returns `Result<ExecutionTrace>` - Contains all execution steps with message snapshots
- Useful for step-by-step debugging and visualization
### `engine.workflows()`
Returns a reference to the registered workflows.
```rust
let workflow_ids: Vec<&String> = engine.workflows().keys().collect();
```